Update README

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Kenny Daniel 2025-03-20 00:04:21 -07:00
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[![mit license](https://img.shields.io/badge/License-MIT-orange.svg)](https://opensource.org/licenses/MIT)
![coverage](https://img.shields.io/badge/Coverage-86-darkred)
This package exports a `compressors` object intended to be passed into [hyparquet](https://github.com/hyparam/hyparquet).
This package provides decompressors for various compression codecs.
It is designed to be used with [hyparquet](https://github.com/hyparam/hyparquet) in order to provide full support for all parquet compression formats.
## Introduction
[Apache Parquet](https://parquet.apache.org) is a popular columnar storage format that is widely used in data engineering, data science, and machine learning applications for efficiently storing and processing large datasets. It supports a number of different compression formats, but most parquet files use snappy compression.
The hyparquet library by default only supports `uncompressed` and `snappy` compressed files. The `hyparquet-compressors` package extends support for all legal parquet compression formats.
[Hyparquet](https://github.com/hyparam/hyparquet) is a fast and lightweight parquet reader that is designed to work in both node.js and the browser.
The `hyparquet-compressors` package works in both node.js and the browser. Uses js and wasm packages, no system dependencies.
By default, hyparquet only supports `uncompressed` and `snappy` compressed files (the most common parquet compression codecs). The `hyparquet-compressors` package extends support for all legal parquet compression formats.
## Usage
`hyparquet-compressors` works in both node.js and the browser. Uses js and wasm packages, no system dependencies.
## Hyparquet
To use `hyparquet-compressors` with `hyparquet`, simply pass the `compressors` object to the `parquetReadObjects` function.
```js
import { parquetRead } from 'hyparquet'
import { parquetReadObjects } from 'hyparquet'
import { compressors } from 'hyparquet-compressors'
await parquetRead({ file, compressors, onComplete: console.log })
const data = await parquetReadObjects({ file, compressors })
```
See [hyparquet](https://github.com/hyparam/hyparquet) repo for more info.
# Compression formats
## Compression formats
Parquet compression types supported with `hyparquet-compressors`:
- [X] Uncompressed
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- [X] ZSTD
- [X] LZ4_RAW
## Snappy
### Snappy
Snappy compression uses [hysnappy](https://github.com/hyparam/hysnappy) for fast snappy decompression using minimal wasm.
## Gzip
### Gzip
New gzip implementation adapted from [fflate](https://github.com/101arrowz/fflate).
Includes modifications to handle repeated back-to-back gzip streams that sometimes occur in parquet files (but was not supported by fflate).
## Brotli
### Brotli
Includes a minimal port of [brotli.js](https://github.com/foliojs/brotli.js) which pre-compresses the brotli dictionary using gzip to minimize the distribution bundle size.
## LZ4
### LZ4
New LZ4 implementation includes support for legacy hadoop LZ4 frame format used on some old parquet files.
## Zstd
### Zstd
Uses [fzstd](https://github.com/101arrowz/fzstd) for Zstandard decompression.
# Bundle size
## Bundle size
| File | Size |
| --- | --- |
| hyparquet-compressors.min.js | 116.1kb |
| hyparquet-compressors.min.js.gz | 75.2kb |
# References
## References
- https://parquet.apache.org/docs/file-format/data-pages/compression/
- https://en.wikipedia.org/wiki/Brotli

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* Input byte buffer, consist of a ringbuffer and a "slack" region where
* bytes from the start of the ringbuffer are copied.
*
* @typedef {import('./brotliStreams.js').BrotliInput} BrotliInput
* @typedef {import('./brotli.streams.js').BrotliInput} BrotliInput
* @param {BrotliInput} input
*/
function BrotliBitReader(input) {

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*/
import BrotliBitReader from './brotli.bitreader.js'
import { lookup, lookupOffsets } from './brotliContext.js'
import { lookup, lookupOffsets } from './brotli.context.js'
import { HuffmanCode, readHuffmanCode, readSymbol } from './brotli.huffman.js'
import { kBlockLengthPrefixCode, kCopyLengthPrefixCode, kCopyRangeLut, kInsertLengthPrefixCode, kInsertRangeLut } from './brotli.prefix.js'
import { BrotliInput, BrotliOutput } from './brotliStreams.js'
import { BrotliInput, BrotliOutput } from './brotli.streams.js'
import { kNumTransforms, transformDictionaryWord } from './brotli.transform.js'
const kNumLiteralCodes = 256